Machine Learning Fundamentals

Maximum A Posteriori

Parameter estimation that incorporates prior beliefs, maximizing posterior probability rather than just likelihood.

This concept is essential for understanding machine learning fundamentals and forms a key part of modern AI systems.

  • Bayesian Inference
  • MLE
  • Prior

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machine-learning-fundamentals bayesian-inference mle prior

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Added: November 18, 2025